AI That Actually
Moves the Numbers.
Most companies experiment with AI. Dave helps founders and leadership teams deploy it, with real workflows, real results, and no fluff.
Problem first. AI second. ROI always. Dave has built businesses across 15+ countries and now helps other founders do the same with AI as a force multiplier.
Raised, led by Baseline Ventures
Years in business & technology
Countries worked in
Leaders trained in AI
A diagnostic lens for mapping
AI to outcomes.
Every outcome your business cares about maps to one of four offices. This isn't a new org chart. It's a diagnostic. A way to look at your business and ask: where should AI be creating value, and why isn't it?
Connect AI to the customer outcomes that drive growth.
Everything that brings in new business and keeps it. But it only works when someone owns the whole pipeline. Not just marketing, not just sales, the whole thing. When it's siloed, AI optimizes pieces that don't connect.
AI Use
Sales pipeline optimization, customer journey automation, retention systems
Treat your people processes as a product, not a process.
The full lifecycle of your people: hiring, onboarding, development, culture. Most organizations discover their entire onboarding process lives in one person's head. If that person leaves, the process leaves with them.
AI Use
Talent matching, onboarding automation, performance development
Redesign workflows before you automate them.
Everything that keeps the business running. The trap: if you automate chaos, you get faster chaos. Operations AI only works when you redesign workflows first, not patch the ones that were already broken.
AI Use
Workflow automation, process documentation, decision routing
Give your teams the space and tools to build what's next.
The lens on the future of your business. Innovation doesn't die from lack of ideas. It dies from lack of bandwidth. AI gives your best thinkers time back to use it.
AI Use
Rapid prototyping, market intelligence, scenario planning
Before you build anything,
know where you actually stand.
Most organizations come to me after they've already spent money on AI and gotten nothing back. The problem is almost never the tools. It's that nobody scored the risk before they started building.
As your CAIO, I run a structured audit across four dimensions: stakeholder interviews, team surveys, and process mapping, then score your readiness and risk before recommending a single dollar of spend.
Where your client and business data sits, how it flows, and what AI can actually access. Most organizations discover their data is more scattered than they realized.
Which processes are ready for AI and which change too often to automate. Not every workflow should be automated. We identify which ones should be built to last.
What you run, what is redundant, and where vendor lock-in creates risk. Many organizations are paying for tools that conflict with each other.
Where your team is stretched and who is doing work below their skill level. This is where AI creates the fastest ROI, freeing your best people to do their best work.
AI Maturity Scorecard
Readiness across all four dimensions with risk scores specific to your industry and context.
12-Month Opportunity Plan
Where AI delivers ROI, prioritized by impact, feasibility, and process volatility.
Workflow Documentation
Processes ready for AI, mapped so you can act. Volatility scored so you avoid building what will break.
Risk is scored before anything is recommended.
Regulatory compliance, data confidentiality, process volatility, vendor lock-in, and change readiness. Every recommendation is filtered through your specific risk profile, not a generic template.
Three steps.
Real results.
Diagnose
Map your current workflows and find the 20% that consume 80% of your team's time. That's where AI creates immediate leverage.
Deploy
Build and implement AI solutions that fit your actual business, not generic templates. Real tools, real integrations, real results.
Scale
Train your team, document the systems, and build the internal capability to keep compounding. AI advantage is a flywheel, not a one-time win.
Ready to put AI
to work?
Book a call and walk away with a clear view of where AI creates the most leverage for your specific situation.